Pandas Profiling Report

Dataset statistics

Number of variables	21
Number of observations	27455
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	7
Duplicate rows (%)	< 0.1%
Total size in memory	4.4 MiB
Average record size in memory	168.0 B

Variable types

Numeric	21

Alerts

Dataset has 7 (< 0.1%) duplicate rows	Duplicates
`pixel210` is highly overall correlated with `pixel211` and 4 other fields	High correlation
`pixel211` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel212` is highly overall correlated with `pixel211` and 4 other fields	High correlation
`pixel217` is highly overall correlated with `pixel245` and 2 other fields	High correlation
`pixel238` is highly overall correlated with `pixel210` and 5 other fields	High correlation
`pixel239` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel245` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel246` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel265` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel266` is highly overall correlated with `pixel210` and 6 other fields	High correlation
`pixel302` is highly overall correlated with `pixel217` and 2 other fields	High correlation
`pixel321` is highly overall correlated with `pixel211` and 5 other fields	High correlation
`pixel326` is highly overall correlated with `pixel327` and 2 other fields	High correlation
`pixel327` is highly overall correlated with `pixel326` and 1 other fields	High correlation
`pixel353` is highly overall correlated with `pixel326`	High correlation
`pixel355` is highly overall correlated with `pixel326` and 1 other fields	High correlation
`pixel465` is highly overall correlated with `pixel520`	High correlation
`pixel520` is highly overall correlated with `pixel465` and 2 other fields	High correlation
`pixel546` is highly overall correlated with `pixel520` and 1 other fields	High correlation
`pixel575` is highly overall correlated with `pixel520` and 1 other fields	High correlation
`label` has 1126 (4.1%) zeros	Zeros

Reproduction

Analysis started	2024-02-03 15:24:59.613412
Analysis finished	2024-02-03 15:27:00.321195
Duration	2 minutes and 0.71 seconds
Software version	ydata-profiling vv4.6.4
Download configuration	config.json

label
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.318813

Minimum	0
Maximum	24
Zeros	1126
Zeros (%)	4.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	13
Q3	19
95-th percentile	23
Maximum	24
Range	24
Interquartile range (IQR)	13

Descriptive statistics

Standard deviation	7.2875521
Coefficient of variation (CV)	0.5915791
Kurtosis	-1.231048
Mean	12.318813
Median Absolute Deviation (MAD)	6
Skewness	-0.095248837
Sum	338213
Variance	53.108415
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
17	1294	4.7%
16	1279	4.7%
11	1241	4.5%
22	1225	4.5%
5	1204	4.4%
18	1199	4.4%
3	1196	4.4%
14	1196	4.4%
19	1186	4.3%
23	1164	4.2%
Other values (14)	15271	55.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1126	4.1%
1	1010	3.7%
2	1144	4.2%
3	1196	4.4%
4	957	3.5%
5	1204	4.4%
6	1090	4.0%
7	1013	3.7%
8	1162	4.2%
10	1114	4.1%

Value	Count	Frequency (%)
24	1118	4.1%
23	1164	4.2%
22	1225	4.5%
21	1082	3.9%
20	1161	4.2%
19	1186	4.3%
18	1199	4.4%
17	1294	4.7%
16	1279	4.7%
15	1088	4.0%

pixel246
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.42564

Minimum	0
Maximum	255
Zeros	13
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	69
Q1	121
median	162
Q3	188
95-th percentile	220
Maximum	255
Range	255
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	46.965949
Coefficient of variation (CV)	0.30611538
Kurtosis	-0.35219469
Mean	153.42564
Median Absolute Deviation (MAD)	32
Skewness	-0.45965013
Sum	4212301
Variance	2205.8003
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
178	325	1.2%
181	319	1.2%
173	310	1.1%
182	308	1.1%
176	291	1.1%
179	288	1.0%
171	281	1.0%
169	278	1.0%
185	278	1.0%
174	273	1.0%
Other values (246)	24504	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	13	< 0.1%
1	1	< 0.1%
2	2	< 0.1%
3	4	< 0.1%
4	2	< 0.1%
5	3	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
255	92	0.3%
254	11	< 0.1%
253	7	< 0.1%
252	9	< 0.1%
251	13	< 0.1%
250	14	0.1%
249	16	0.1%
248	12	< 0.1%
247	7	< 0.1%
246	18	0.1%

pixel239
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.59457

Minimum	0
Maximum	255
Zeros	33
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	114
median	153
Q3	185
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	49.440601
Coefficient of variation (CV)	0.33272144
Kurtosis	-0.39141886
Mean	148.59457
Median Absolute Deviation (MAD)	35
Skewness	-0.30508522
Sum	4079664
Variance	2444.373
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
173	246	0.9%
180	245	0.9%
172	245	0.9%
181	244	0.9%
182	244	0.9%
175	241	0.9%
154	239	0.9%
179	238	0.9%
183	237	0.9%
174	233	0.8%
Other values (246)	25043	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	33	0.1%
1	2	< 0.1%
2	3	< 0.1%
3	4	< 0.1%
4	5	< 0.1%
5	3	< 0.1%
6	6	< 0.1%
7	5	< 0.1%
8	3	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
255	223	0.8%
254	9	< 0.1%
253	10	< 0.1%
252	21	0.1%
251	10	< 0.1%
250	16	0.1%
249	20	0.1%
248	20	0.1%
247	18	0.1%
246	18	0.1%

pixel302
Real number (ℝ)

HIGH CORRELATION

Distinct	255
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.75593

Minimum	0
Maximum	255
Zeros	14
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	119
median	162
Q3	189
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	70

Descriptive statistics

Standard deviation	48.720651
Coefficient of variation (CV)	0.31687006
Kurtosis	-0.41567762
Mean	153.75593
Median Absolute Deviation (MAD)	33
Skewness	-0.44196649
Sum	4221369
Variance	2373.7018
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
182	328	1.2%
180	326	1.2%
184	319	1.2%
179	302	1.1%
185	289	1.1%
181	285	1.0%
183	282	1.0%
178	271	1.0%
186	270	1.0%
187	265	1.0%
Other values (245)	24518	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	14	0.1%
1	3	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	4	< 0.1%
7	5	< 0.1%
8	1	< 0.1%
9	4	< 0.1%
10	4	< 0.1%

Value	Count	Frequency (%)
255	160	0.6%
254	11	< 0.1%
253	16	0.1%
252	16	0.1%
251	22	0.1%
250	16	0.1%
249	21	0.1%
248	23	0.1%
247	22	0.1%
246	21	0.1%

pixel266
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	148.0955

Minimum	0
Maximum	255
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	63
Q1	113
median	152
Q3	184
95-th percentile	225
Maximum	255
Range	255
Interquartile range (IQR)	71

Descriptive statistics

Standard deviation	49.573104
Coefficient of variation (CV)	0.33473741
Kurtosis	-0.44095723
Mean	148.0955
Median Absolute Deviation (MAD)	35
Skewness	-0.22036082
Sum	4065962
Variance	2457.4927
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	263	1.0%
179	247	0.9%
178	236	0.9%
175	232	0.8%
183	232	0.8%
189	232	0.8%
180	228	0.8%
146	227	0.8%
181	226	0.8%
158	225	0.8%
Other values (246)	25107	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
1	1	< 0.1%
2	2	< 0.1%
3	3	< 0.1%
4	3	< 0.1%
5	4	< 0.1%
6	2	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
9	5	< 0.1%

Value	Count	Frequency (%)
255	263	1.0%
254	19	0.1%
253	15	0.1%
252	23	0.1%
251	12	< 0.1%
250	24	0.1%
249	14	0.1%
248	31	0.1%
247	14	0.1%
246	27	0.1%

pixel210
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	156.62961

Minimum	0
Maximum	255
Zeros	28
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	126
median	163
Q3	190
95-th percentile	226
Maximum	255
Range	255
Interquartile range (IQR)	64

Descriptive statistics

Standard deviation	47.585207
Coefficient of variation (CV)	0.30380722
Kurtosis	-0.12272711
Mean	156.62961
Median Absolute Deviation (MAD)	31
Skewness	-0.46863101
Sum	4300266
Variance	2264.3519
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	319	1.2%
179	308	1.1%
186	290	1.1%
183	289	1.1%
187	280	1.0%
181	274	1.0%
178	271	1.0%
174	264	1.0%
182	264	1.0%
173	264	1.0%
Other values (246)	24632	89.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	0.1%
1	1	< 0.1%
2	5	< 0.1%
3	4	< 0.1%
4	4	< 0.1%
5	1	< 0.1%
6	6	< 0.1%
7	2	< 0.1%
8	4	< 0.1%
9	1	< 0.1%

Value	Count	Frequency (%)
255	250	0.9%
254	14	0.1%
253	14	0.1%
252	16	0.1%
251	25	0.1%
250	14	0.1%
249	23	0.1%
248	20	0.1%
247	23	0.1%
246	33	0.1%

pixel546
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.75014

Minimum	0
Maximum	255
Zeros	22
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	57
Q1	99
median	137
Q3	178
95-th percentile	228
Maximum	255
Range	255
Interquartile range (IQR)	79

Descriptive statistics

Standard deviation	52.701899
Coefficient of variation (CV)	0.37983314
Kurtosis	-0.64566635
Mean	138.75014
Median Absolute Deviation (MAD)	40
Skewness	0.098169979
Sum	3809385
Variance	2777.4902
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	345	1.3%
112	211	0.8%
103	204	0.7%
146	202	0.7%
145	201	0.7%
164	200	0.7%
144	199	0.7%
129	198	0.7%
108	198	0.7%
109	197	0.7%
Other values (246)	25300	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	0.1%
1	4	< 0.1%
2	4	< 0.1%
3	2	< 0.1%
4	3	< 0.1%
5	4	< 0.1%
6	7	< 0.1%
7	2	< 0.1%
8	4	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
255	345	1.3%
254	12	< 0.1%
253	31	0.1%
252	33	0.1%
251	36	0.1%
250	30	0.1%
249	31	0.1%
248	33	0.1%
247	27	0.1%
246	30	0.1%

pixel265
Real number (ℝ)

HIGH CORRELATION

Distinct	255
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.9906

Minimum	0
Maximum	255
Zeros	22
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	121
median	157
Q3	187
95-th percentile	227
Maximum	255
Range	255
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	48.345221
Coefficient of variation (CV)	0.31600124
Kurtosis	-0.24389869
Mean	152.9906
Median Absolute Deviation (MAD)	33
Skewness	-0.33062665
Sum	4200357
Variance	2337.2603
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	292	1.1%
177	262	1.0%
166	254	0.9%
164	252	0.9%
180	248	0.9%
176	248	0.9%
184	248	0.9%
186	247	0.9%
181	242	0.9%
188	240	0.9%
Other values (245)	24922	90.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	22	0.1%
1	3	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	3	< 0.1%
8	4	< 0.1%
9	4	< 0.1%
10	4	< 0.1%

Value	Count	Frequency (%)
255	292	1.1%
254	17	0.1%
253	28	0.1%
252	19	0.1%
251	19	0.1%
250	24	0.1%
249	30	0.1%
248	24	0.1%
247	36	0.1%
246	22	0.1%

pixel353
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137.70796

Minimum	0
Maximum	255
Zeros	71
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	54
Q1	101
median	138
Q3	176
95-th percentile	220
Maximum	255
Range	255
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	50.943771
Coefficient of variation (CV)	0.36994065
Kurtosis	-0.50841183
Mean	137.70796
Median Absolute Deviation (MAD)	38
Skewness	-0.059300789
Sum	3780772
Variance	2595.2678
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127	222	0.8%
130	218	0.8%
142	210	0.8%
128	209	0.8%
159	209	0.8%
152	208	0.8%
149	205	0.7%
150	203	0.7%
138	203	0.7%
151	202	0.7%
Other values (246)	25366	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	71	0.3%
1	6	< 0.1%
2	2	< 0.1%
3	10	< 0.1%
4	6	< 0.1%
5	5	< 0.1%
6	3	< 0.1%
7	3	< 0.1%
8	8	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
255	184	0.7%
254	11	< 0.1%
253	15	0.1%
252	15	0.1%
251	15	0.1%
250	13	< 0.1%
249	15	0.1%
248	16	0.1%
247	18	0.1%
246	21	0.1%

pixel321
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	141.16183

Minimum	0
Maximum	255
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	58
Q1	104
median	143
Q3	179
95-th percentile	221
Maximum	255
Range	255
Interquartile range (IQR)	75

Descriptive statistics

Standard deviation	50.157866
Coefficient of variation (CV)	0.35532174
Kurtosis	-0.55331504
Mean	141.16183
Median Absolute Deviation (MAD)	37
Skewness	-0.095310057
Sum	3875598
Variance	2515.8115
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
161	223	0.8%
155	222	0.8%
158	220	0.8%
149	219	0.8%
154	218	0.8%
159	217	0.8%
150	213	0.8%
255	211	0.8%
160	209	0.8%
143	208	0.8%
Other values (246)	25295	92.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	26	0.1%
1	1	< 0.1%
2	2	< 0.1%
3	2	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
6	4	< 0.1%
7	6	< 0.1%
8	4	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
255	211	0.8%
254	15	0.1%
253	13	< 0.1%
252	13	< 0.1%
251	14	0.1%
250	11	< 0.1%
249	18	0.1%
248	18	0.1%
247	34	0.1%
246	19	0.1%

pixel211
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	153.32628

Minimum	0
Maximum	255
Zeros	15
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	122
median	159
Q3	188
95-th percentile	224
Maximum	255
Range	255
Interquartile range (IQR)	66

Descriptive statistics

Standard deviation	47.755564
Coefficient of variation (CV)	0.31146366
Kurtosis	-0.23808608
Mean	153.32628
Median Absolute Deviation (MAD)	32
Skewness	-0.41762224
Sum	4209573
Variance	2280.5939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180	285	1.0%
186	281	1.0%
179	277	1.0%
173	275	1.0%
183	268	1.0%
170	267	1.0%
187	267	1.0%
171	262	1.0%
172	262	1.0%
188	255	0.9%
Other values (246)	24756	90.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	15	0.1%
1	5	< 0.1%
2	3	< 0.1%
3	1	< 0.1%
4	2	< 0.1%
5	3	< 0.1%
6	1	< 0.1%
7	3	< 0.1%
8	3	< 0.1%
9	7	< 0.1%

Value	Count	Frequency (%)
255	199	0.7%
254	10	< 0.1%
253	11	< 0.1%
252	16	0.1%
251	19	0.1%
250	12	< 0.1%
249	23	0.1%
248	23	0.1%
247	20	0.1%
246	19	0.1%

pixel245
Real number (ℝ)

HIGH CORRELATION

Distinct	253
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	151.83395

Minimum	0
Maximum	255
Zeros	9
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	119
median	158
Q3	186
95-th percentile	220
Maximum	255
Range	255
Interquartile range (IQR)	67

Descriptive statistics

Standard deviation	46.301803
Coefficient of variation (CV)	0.30495027
Kurtosis	-0.39602436
Mean	151.83395
Median Absolute Deviation (MAD)	32
Skewness	-0.35020717
Sum	4168601
Variance	2143.857
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
178	300	1.1%
176	299	1.1%
175	288	1.0%
180	285	1.0%
186	270	1.0%
171	270	1.0%
183	269	1.0%
177	268	1.0%
174	263	1.0%
187	261	1.0%
Other values (243)	24682	89.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	< 0.1%
2	2	< 0.1%
3	1	< 0.1%
5	3	< 0.1%
6	2	< 0.1%
7	2	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	4	< 0.1%
11	2	< 0.1%

Value	Count	Frequency (%)
255	111	0.4%
254	9	< 0.1%
253	17	0.1%
252	7	< 0.1%
251	19	0.1%
250	16	0.1%
249	13	< 0.1%
248	14	0.1%
247	17	0.1%
246	12	< 0.1%

pixel520
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	138.8857

Minimum	0
Maximum	255
Zeros	90
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	49
Q1	94
median	138
Q3	184
95-th percentile	231
Maximum	255
Range	255
Interquartile range (IQR)	90

Descriptive statistics

Standard deviation	56.935795
Coefficient of variation (CV)	0.40994713
Kurtosis	-0.77855238
Mean	138.8857
Median Absolute Deviation (MAD)	45
Skewness	-0.0045606513
Sum	3813107
Variance	3241.6848
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	414	1.5%
108	193	0.7%
96	188	0.7%
116	180	0.7%
171	178	0.6%
84	178	0.6%
91	178	0.6%
155	175	0.6%
140	175	0.6%
106	175	0.6%
Other values (246)	25421	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	90	0.3%
1	5	< 0.1%
2	5	< 0.1%
3	6	< 0.1%
4	5	< 0.1%
5	8	< 0.1%
6	5	< 0.1%
7	4	< 0.1%
8	9	< 0.1%
9	13	< 0.1%

Value	Count	Frequency (%)
255	414	1.5%
254	40	0.1%
253	20	0.1%
252	31	0.1%
251	28	0.1%
250	40	0.1%
249	36	0.1%
248	33	0.1%
247	40	0.1%
246	28	0.1%

pixel355
Real number (ℝ)

HIGH CORRELATION

Distinct	255
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	144.42433

Minimum	0
Maximum	255
Zeros	20
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	106
median	146
Q3	184
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	78

Descriptive statistics

Standard deviation	50.301512
Coefficient of variation (CV)	0.34828974
Kurtosis	-0.66227514
Mean	144.42433
Median Absolute Deviation (MAD)	39
Skewness	-0.098070284
Sum	3965170
Variance	2530.2421
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
186	239	0.9%
180	224	0.8%
194	215	0.8%
182	214	0.8%
163	213	0.8%
120	209	0.8%
123	207	0.8%
184	205	0.7%
181	205	0.7%
255	204	0.7%
Other values (245)	25320	92.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	0.1%
1	2	< 0.1%
2	3	< 0.1%
3	1	< 0.1%
4	5	< 0.1%
5	3	< 0.1%
7	6	< 0.1%
8	6	< 0.1%
9	3	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
255	204	0.7%
254	13	< 0.1%
253	12	< 0.1%
252	14	0.1%
251	17	0.1%
250	29	0.1%
249	29	0.1%
248	18	0.1%
247	19	0.1%
246	26	0.1%

pixel327
Real number (ℝ)

HIGH CORRELATION

Distinct	255
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	145.06655

Minimum	0
Maximum	255
Zeros	11
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	63
Q1	107
median	147
Q3	184
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	49.867515
Coefficient of variation (CV)	0.34375614
Kurtosis	-0.62247083
Mean	145.06655
Median Absolute Deviation (MAD)	38
Skewness	-0.14396584
Sum	3982802
Variance	2486.769
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
185	241	0.9%
179	233	0.8%
186	232	0.8%
158	220	0.8%
174	220	0.8%
177	217	0.8%
155	216	0.8%
176	216	0.8%
133	213	0.8%
178	212	0.8%
Other values (245)	25235	91.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	< 0.1%
1	4	< 0.1%
2	3	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	3	< 0.1%
7	2	< 0.1%
8	2	< 0.1%
9	3	< 0.1%
10	2	< 0.1%

Value	Count	Frequency (%)
255	195	0.7%
254	15	0.1%
253	12	< 0.1%
252	15	0.1%
251	22	0.1%
250	8	< 0.1%
249	15	0.1%
248	22	0.1%
247	26	0.1%
246	20	0.1%

pixel465
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	139.07467

Minimum	0
Maximum	255
Zeros	91
Zeros (%)	0.3%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	52
Q1	97
median	138
Q3	181
95-th percentile	229
Maximum	255
Range	255
Interquartile range (IQR)	84

Descriptive statistics

Standard deviation	54.97076
Coefficient of variation (CV)	0.39526076
Kurtosis	-0.660175
Mean	139.07467
Median Absolute Deviation (MAD)	42
Skewness	-0.011993496
Sum	3818295
Variance	3021.7844
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	357	1.3%
129	188	0.7%
100	186	0.7%
113	186	0.7%
101	185	0.7%
104	185	0.7%
173	184	0.7%
116	184	0.7%
154	183	0.7%
152	183	0.7%
Other values (246)	25434	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	91	0.3%
1	4	< 0.1%
2	4	< 0.1%
3	10	< 0.1%
4	1	< 0.1%
5	11	< 0.1%
6	6	< 0.1%
7	9	< 0.1%
8	5	< 0.1%
9	8	< 0.1%

Value	Count	Frequency (%)
255	357	1.3%
254	40	0.1%
253	27	0.1%
252	27	0.1%
251	36	0.1%
250	30	0.1%
249	31	0.1%
248	32	0.1%
247	37	0.1%
246	32	0.1%

pixel238
Real number (ℝ)

HIGH CORRELATION

Distinct	254
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.82244

Minimum	0
Maximum	255
Zeros	27
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	65
Q1	119
median	159
Q3	188
95-th percentile	226
Maximum	255
Range	255
Interquartile range (IQR)	69

Descriptive statistics

Standard deviation	49.090368
Coefficient of variation (CV)	0.32122488
Kurtosis	-0.33317996
Mean	152.82244
Median Absolute Deviation (MAD)	34
Skewness	-0.36732717
Sum	4195740
Variance	2409.8643
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181	269	1.0%
255	263	1.0%
182	263	1.0%
184	262	1.0%
175	262	1.0%
188	259	0.9%
173	254	0.9%
179	253	0.9%
178	250	0.9%
172	249	0.9%
Other values (244)	24871	90.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	27	0.1%
1	1	< 0.1%
2	5	< 0.1%
4	2	< 0.1%
6	6	< 0.1%
7	5	< 0.1%
8	4	< 0.1%
9	3	< 0.1%
10	2	< 0.1%
11	6	< 0.1%

Value	Count	Frequency (%)
255	263	1.0%
254	14	0.1%
253	15	0.1%
252	22	0.1%
251	19	0.1%
250	24	0.1%
249	20	0.1%
248	13	< 0.1%
247	21	0.1%
246	33	0.1%

pixel575
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	143.14679

Minimum	0
Maximum	255
Zeros	47
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	55
Q1	103
median	143
Q3	184
95-th percentile	230
Maximum	255
Range	255
Interquartile range (IQR)	81

Descriptive statistics

Standard deviation	53.910823
Coefficient of variation (CV)	0.37661218
Kurtosis	-0.66419083
Mean	143.14679
Median Absolute Deviation (MAD)	41
Skewness	-0.05462222
Sum	3930095
Variance	2906.3768
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
255	391	1.4%
150	199	0.7%
137	197	0.7%
117	193	0.7%
141	193	0.7%
119	193	0.7%
134	192	0.7%
144	190	0.7%
125	189	0.7%
112	188	0.7%
Other values (246)	25330	92.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	47	0.2%
1	3	< 0.1%
2	4	< 0.1%
3	2	< 0.1%
4	3	< 0.1%
5	3	< 0.1%
6	4	< 0.1%
7	8	< 0.1%
8	9	< 0.1%
9	9	< 0.1%

Value	Count	Frequency (%)
255	391	1.4%
254	24	0.1%
253	26	0.1%
252	17	0.1%
251	21	0.1%
250	31	0.1%
249	21	0.1%
248	29	0.1%
247	49	0.2%
246	43	0.2%

pixel326
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	142.05817

Minimum	0
Maximum	255
Zeros	28
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	59
Q1	104
median	144
Q3	181
95-th percentile	221
Maximum	255
Range	255
Interquartile range (IQR)	77

Descriptive statistics

Standard deviation	50.267419
Coefficient of variation (CV)	0.35385096
Kurtosis	-0.60916953
Mean	142.05817
Median Absolute Deviation (MAD)	38
Skewness	-0.10860646
Sum	3900207
Variance	2526.8134
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
164	213	0.8%
181	210	0.8%
152	207	0.8%
185	205	0.7%
161	204	0.7%
166	202	0.7%
184	201	0.7%
149	198	0.7%
127	197	0.7%
182	197	0.7%
Other values (246)	25421	92.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	28	0.1%
1	2	< 0.1%
2	3	< 0.1%
3	8	< 0.1%
4	3	< 0.1%
5	2	< 0.1%
6	2	< 0.1%
7	5	< 0.1%
8	4	< 0.1%
9	5	< 0.1%

Value	Count	Frequency (%)
255	183	0.7%
254	7	< 0.1%
253	10	< 0.1%
252	18	0.1%
251	6	< 0.1%
250	14	0.1%
249	16	0.1%
248	21	0.1%
247	17	0.1%
246	17	0.1%

pixel217
Real number (ℝ)

HIGH CORRELATION

Distinct	253
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	152.94274

Minimum	0
Maximum	255
Zeros	9
Zeros (%)	< 0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	70
Q1	121
median	160
Q3	186
95-th percentile	220
Maximum	255
Range	255
Interquartile range (IQR)	65

Descriptive statistics

Standard deviation	46.041979
Coefficient of variation (CV)	0.30104063
Kurtosis	-0.32119221
Mean	152.94274
Median Absolute Deviation (MAD)	31
Skewness	-0.42035679
Sum	4199043
Variance	2119.8638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
173	315	1.1%
168	311	1.1%
178	300	1.1%
176	298	1.1%
174	297	1.1%
180	295	1.1%
186	294	1.1%
175	287	1.0%
179	281	1.0%
177	280	1.0%
Other values (243)	24497	89.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	< 0.1%
1	3	< 0.1%
4	2	< 0.1%
6	1	< 0.1%
7	3	< 0.1%
8	4	< 0.1%
9	4	< 0.1%
10	1	< 0.1%
11	3	< 0.1%
12	2	< 0.1%

Value	Count	Frequency (%)
255	107	0.4%
254	7	< 0.1%
253	7	< 0.1%
252	14	0.1%
251	11	< 0.1%
250	12	< 0.1%
249	9	< 0.1%
248	16	0.1%
247	18	0.1%
246	20	0.1%

pixel212
Real number (ℝ)

HIGH CORRELATION

Distinct	256
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	151.57622

Minimum	0
Maximum	255
Zeros	20
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	214.6 KiB

Quantile statistics

Minimum	0
5-th percentile	66
Q1	119
median	157
Q3	187
95-th percentile	223
Maximum	255
Range	255
Interquartile range (IQR)	68

Descriptive statistics

Standard deviation	48.124048
Coefficient of variation (CV)	0.31749076
Kurtosis	-0.33154868
Mean	151.57622
Median Absolute Deviation (MAD)	33
Skewness	-0.36625939
Sum	4161525
Variance	2315.924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
181	276	1.0%
182	272	1.0%
189	270	1.0%
172	270	1.0%
186	269	1.0%
170	257	0.9%
179	256	0.9%
173	255	0.9%
187	253	0.9%
171	252	0.9%
Other values (246)	24825	90.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	20	0.1%
1	1	< 0.1%
2	1	< 0.1%
3	3	< 0.1%
4	3	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	4	< 0.1%
8	2	< 0.1%
9	3	< 0.1%

Value	Count	Frequency (%)
255	184	0.7%
254	12	< 0.1%
253	14	0.1%
252	9	< 0.1%
251	16	0.1%
250	15	0.1%
249	14	0.1%
248	21	0.1%
247	30	0.1%
246	18	0.1%

Auto

Heatmap
Table

	label	pixel210	pixel211	pixel212	pixel217	pixel238	pixel239	pixel245	pixel246	pixel265	pixel266	pixel302	pixel321	pixel326	pixel327	pixel353	pixel355	pixel465	pixel520	pixel546	pixel575
label	1.000	0.173	0.197	0.164	0.166	0.216	0.234	0.162	0.137	0.267	0.255	0.051	0.310	0.059	0.041	0.006	-0.029	-0.237	-0.119	0.105	-0.004
pixel210	0.173	1.000	0.722	0.486	0.443	0.895	0.707	0.390	0.382	0.629	0.738	0.322	0.498	0.233	0.191	0.217	0.158	0.151	0.185	0.272	0.265
pixel211	0.197	0.722	1.000	0.699	0.443	0.673	0.890	0.397	0.386	0.567	0.604	0.299	0.533	0.238	0.208	0.180	0.165	0.158	0.204	0.289	0.289
pixel212	0.164	0.486	0.699	1.000	0.421	0.497	0.627	0.354	0.325	0.580	0.501	0.251	0.522	0.204	0.199	0.224	0.173	0.209	0.237	0.287	0.301
pixel217	0.166	0.443	0.443	0.421	1.000	0.424	0.440	0.881	0.698	0.408	0.398	0.520	0.417	0.328	0.281	0.285	0.274	0.141	0.164	0.179	0.215
pixel238	0.216	0.895	0.673	0.497	0.424	1.000	0.741	0.385	0.371	0.689	0.892	0.297	0.544	0.227	0.164	0.224	0.130	0.115	0.180	0.293	0.278
pixel239	0.234	0.707	0.890	0.627	0.440	0.741	1.000	0.410	0.404	0.566	0.677	0.316	0.552	0.263	0.197	0.204	0.148	0.123	0.197	0.317	0.305
pixel245	0.162	0.390	0.397	0.354	0.881	0.385	0.410	1.000	0.749	0.369	0.371	0.602	0.398	0.369	0.314	0.316	0.286	0.139	0.153	0.186	0.219
pixel246	0.137	0.382	0.386	0.325	0.698	0.371	0.404	0.749	1.000	0.337	0.363	0.748	0.374	0.363	0.324	0.309	0.286	0.140	0.161	0.186	0.207
pixel265	0.267	0.629	0.567	0.580	0.408	0.689	0.566	0.369	0.337	1.000	0.759	0.263	0.720	0.168	0.142	0.180	0.110	0.125	0.182	0.274	0.278
pixel266	0.255	0.738	0.604	0.501	0.398	0.892	0.677	0.371	0.363	0.759	1.000	0.274	0.595	0.211	0.153	0.218	0.119	0.119	0.194	0.314	0.295
pixel302	0.051	0.322	0.299	0.251	0.520	0.297	0.316	0.602	0.748	0.263	0.274	1.000	0.277	0.432	0.423	0.351	0.354	0.155	0.157	0.156	0.194
pixel321	0.310	0.498	0.533	0.522	0.417	0.544	0.552	0.398	0.374	0.720	0.595	0.277	1.000	0.145	0.096	0.156	0.027	0.057	0.154	0.278	0.273
pixel326	0.059	0.233	0.238	0.204	0.328	0.227	0.263	0.369	0.363	0.168	0.211	0.432	0.145	1.000	0.733	0.686	0.648	0.225	0.144	0.152	0.127
pixel327	0.041	0.191	0.208	0.199	0.281	0.164	0.197	0.314	0.324	0.142	0.153	0.423	0.096	0.733	1.000	0.496	0.857	0.242	0.156	0.143	0.151
pixel353	0.006	0.217	0.180	0.224	0.285	0.224	0.204	0.316	0.309	0.180	0.218	0.351	0.156	0.686	0.496	1.000	0.474	0.278	0.171	0.181	0.148
pixel355	-0.029	0.158	0.165	0.173	0.274	0.130	0.148	0.286	0.286	0.110	0.119	0.354	0.027	0.648	0.857	0.474	1.000	0.283	0.167	0.142	0.130
pixel465	-0.237	0.151	0.158	0.209	0.141	0.115	0.123	0.139	0.140	0.125	0.119	0.155	0.057	0.225	0.242	0.278	0.283	1.000	0.638	0.422	0.483
pixel520	-0.119	0.185	0.204	0.237	0.164	0.180	0.197	0.153	0.161	0.182	0.194	0.157	0.154	0.144	0.156	0.171	0.167	0.638	1.000	0.660	0.780
pixel546	0.105	0.272	0.289	0.287	0.179	0.293	0.317	0.186	0.186	0.274	0.314	0.156	0.278	0.152	0.143	0.181	0.142	0.422	0.660	1.000	0.747
pixel575	-0.004	0.265	0.289	0.301	0.215	0.278	0.305	0.219	0.207	0.278	0.295	0.194	0.273	0.127	0.151	0.148	0.130	0.483	0.780	0.747	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
27445	14	167	7	179	20	14	98	50	195	29	29	154	123	191	186	102	22	108	183	41	28
27446	19	156	116	138	129	169	67	158	174	126	161	148	28	158	104	116	129	14	105	166	165
27447	11	207	245	210	235	202	166	206	228	225	222	207	137	172	207	138	209	203	211	205	247
27448	12	138	180	140	155	186	152	135	130	100	168	108	177	151	124	153	182	190	130	95	113
27449	20	209	222	211	241	220	251	150	124	204	220	201	210	110	132	156	239	186	177	194	170
27450	13	58	143	127	187	144	168	214	112	111	184	139	115	35	56	189	152	163	23	131	186
27451	23	181	183	188	168	180	62	155	128	148	175	181	82	107	125	113	180	97	166	182	113
27452	18	107	106	113	141	115	170	151	82	102	117	100	199	81	90	177	130	193	91	94	141
27453	17	209	209	213	234	208	199	206	210	222	208	177	230	208	179	220	207	216	242	189	204
27454	23	186	182	156	213	111	96	204	169	196	166	164	31	57	82	65	160	25	91	192	198

Most frequently occurring

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
5	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
6	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2

Overview

Variables

Interactions

Correlations

Missing values

Sample

Duplicate rows

Most frequently occurring

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
5	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
6	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
5	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
6	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212
0	3	180	126	183	156	103	87	180	121	175	113	181	76	136	158	75	116	126	151	179	175
1	6	159	182	170	169	167	95	178	147	134	169	138	93	171	175	72	178	66	181	129	175
2	2	189	94	189	66	60	82	61	197	68	63	189	156	195	195	200	60	99	195	187	71
3	2	102	110	189	81	214	92	126	143	109	155	110	225	215	233	226	151	94	171	158	82
4	13	160	124	114	92	97	131	135	118	131	146	197	173	188	127	206	95	137	63	183	116
5	16	189	234	138	220	255	105	249	103	190	252	139	117	151	152	107	252	86	164	224	218
6	8	157	164	137	78	82	145	116	186	138	165	159	77	84	91	109	80	121	129	157	156
7	22	199	100	203	124	159	115	157	100	183	111	195	94	204	208	109	138	109	144	198	185
8	3	197	155	205	170	179	137	162	74	112	218	205	240	203	198	225	154	202	187	206	155
9	3	140	197	165	176	194	186	194	169	171	194	100	47	123	107	146	200	105	181	103	195

	label	pixel246	pixel239	pixel302	pixel266	pixel210	pixel546	pixel265	pixel353	pixel321	pixel211	pixel245	pixel520	pixel355	pixel327	pixel465	pixel238	pixel575	pixel326	pixel217	pixel212	# duplicates
0	2	203	105	213	115	105	122	112	220	123	92	193	213	216	216	225	116	149	217	128	103	2
1	15	185	144	188	159	143	95	163	145	140	143	182	96	105	91	88	160	117	126	179	145	2
2	16	62	141	63	147	122	76	137	69	135	138	64	46	63	63	45	134	74	69	68	142	2
3	16	62	142	63	140	131	70	150	82	138	139	69	30	66	71	20	136	47	80	69	165	2
4	16	130	154	80	171	172	106	194	49	198	164	85	71	77	77	28	167	101	62	119	140	2
5	19	171	151	152	178	181	72	186	94	143	160	173	74	77	105	77	183	50	94	172	124	2
6	24	175	181	179	185	180	137	185	189	189	180	177	116	187	185	190	182	110	186	174	179	2